Starting at
$175.00
Starting at
$175.00
model and forecast time series using machine learning
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Complete analysis and prediction of Time series in my python pipeline:
The offer includes:
- Google Colab Notebook (web-app, doesn't require to install any software) containing the full python pipeline that reads data, generate the predictions, export the output
- Documentation including theory behind each graph & decision taken provided directly in the notebook.
- Replicability/Scalability: Analysis completely replicable by just changing input data
- Methodologies: Machine Learning
The analysis consists of:
- Time Series model fitting: Fit a TS model to apply to past/future data
- TS Decomposition into trend, Seasonal (yearly/weekly/daily/holidays) & Error components
- Anomaly Detection: Identify anomalies in the past and corresponding importance
- TS Predictions: Predictions for future data, along with corresponding Interval of Confidence
- Diagnostics of predictions: Accuracy measures and errors of predictions (MAE, MSE, MAPE, etc)
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